Tree:
14a0e51fd1
add-admin-and-worker-to-helm-charts
add-ec-vacuum
add_fasthttp_client
add_remote_storage
adding-message-queue-integration-tests
also-delete-parent-directory-if-empty
avoid_releasing_temp_file_on_write
changing-to-zap
collect-public-metrics
copilot/fix-helm-chart-installation
copilot/fix-s3-object-tagging-issue
create-table-snapshot-api-design
data_query_pushdown
dependabot/maven/other/java/client/com.google.protobuf-protobuf-java-3.25.5
dependabot/maven/other/java/examples/org.apache.hadoop-hadoop-common-3.4.0
detect-and-plan-ec-tasks
do-not-retry-if-error-is-NotFound
ec-disk-type-support
enhance-erasure-coding
fasthttp
feature/tus-protocol
filer1_maintenance_branch
fix-GetObjectLockConfigurationHandler
fix-admin-user-creation-7624
fix-mount-http-parallelism
fix-s3-object-tagging-issue-7589
fix-versioning-listing-only
ftp
gh-pages
improve-fuse-mount
improve-fuse-mount2
logrus
master
message_send
mount2
mq-subscribe
mq2
original_weed_mount
pr-7412
random_access_file
refactor-needle-read-operations
refactor-volume-write
remote_overlay
revert-5134-patch-1
revert-5819-patch-1
revert-6434-bugfix-missing-s3-audit
s3-select
sub
tcp_read
test-reverting-lock-table
test_udp
testing
testing-sdx-generation
tikv
track-mount-e2e
upgrade-versions-to-4.00
volume_buffered_writes
worker-execute-ec-tasks
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dev
helm-3.65.1
v0.69
v0.70beta
v3.33
${ noResults }
1 Commits (14a0e51fd17ac668e797c1dd8a1a2cb76d036d6b)
| Author | SHA1 | Message | Date |
|---|---|---|---|
chrislu
|
e76f632907 |
Phase 1: Add smart prefetching foundation for ML workloads
- Implement PrefetchManager with configurable worker pool and deduplication - Add AccessPatternDetector for sequential, strided, and ML-specific patterns - Create MLReaderCache with ML-aware prefetching capabilities - Add comprehensive unit tests for prefetch manager - Include foundation for detecting training datasets, model loading, and epoch patterns - Support configurable prefetch parameters optimized for ML workloads Features: - Concurrent prefetch workers (8 by default) - Pattern detection for sequential, model, epoch, and strided access - ML-specific heuristics for large file and dataset access - Comprehensive metrics and monitoring - Graceful shutdown and cleanup Tests: - PrefetchManager: All tests passing (9/9) - AccessPatternDetector: Core functionality implemented - MLReaderCache: Basic functionality and integration tests |
3 months ago |